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Rotem Mulayoff
Rotem Mulayoff
Postdoctoral Fellow, CISPA Helmholtz Center for Information Security
Подтвержден адрес электронной почты в домене cispa.de
Название
Процитировано
Процитировано
Год
The implicit bias of minima stability: A view from function space
R Mulayoff, T Michaeli, D Soudry
Advances in Neural Information Processing Systems 34, 17749-17761, 2021
532021
Unique Properties of Flat Minima in Deep Networks
R Mulayoff, T Michaeli
International Conference on Machine Learning, 7108-7118, 2020
472020
Fourier-domain beamforming and structure-based reconstruction for plane-wave imaging
T Chernyakova, R Cohen, R Mulayoff, Y Sde-Chen, C Fraschini, J Bercoff, ...
IEEE transactions on ultrasonics, ferroelectrics, and frequency control 65 …, 2018
322018
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models
R Haas, I Huberman-Spiegelglas*, R Mulayoff*, T Michaeli
The 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2023
302023
Spectral discovery of jointly smooth features for multimodal data
F Dietrich, O Yair, R Mulayoff, R Talmon, IG Kevrekidis
SIAM Journal on Mathematics of Data Science 4 (1), 410-430, 2022
142022
The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks
M Shpigel Nacson*, R Mulayoff*, G Ongie, T Michaeli, D Soudry
The Eleventh International Conference on Learning Representations, https …, 2023
6*2023
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees
E Nehme, R Mulayoff, T Michaeli
arXiv preprint arXiv:2405.15719, 2024
22024
Differential microphone arrays for the underwater acoustic channel
R Mulayoff, Y Buchris, I Cohen
2017 IEEE Workshop on Applications of Signal Processing to Audio and …, 2017
22017
Exact Mean Square Linear Stability Analysis for SGD
R Mulayoff, T Michaeli
The 37th Annual Conference on Learning Theory (COLT 2024), 2024
12024
Revealing Common Statistical Behaviors in Heterogeneous Populations
A Zhitnikov, R Mulayoff, T Michaeli
International Conference on Machine Learning, 5950-5959, 2018
12018
The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank
A Bar*, R Mulayoff*, T Michaeli, R Talmon
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), 2024
2024
On the Minimal Overcompleteness Allowing Universal Sparse Representation
R Mulayoff, T Michaeli
IEEE Transactions on Information Theory 65 (6), 3585-3599, 2019
2019
Unique Properties of Flat Minima in Deep Networks: Supplementary Material
R Mulayoff, T Michaeli
Supplementary materials for paper: Revealing Common Statistical Behaviors in Heterogeneous Populations
A Zhitnikov, R Mulayoff, T Michaeli
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Статьи 1–14